pynuml Documentation

pynuml is a python package providing a data interface for machine learning in neutrino physics. It utilises the NuML HDF5 event file format to efficiently preprocess physics events into ML objects for training neural networks. It is designed to abstract away many aspects of a typical ML workflow:

• Efficiently iterate over large HDF5 datasets

• Generate semantic and instance labels for particles

• Preprocess events into ML objects

Installation

• Installation